Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-10 1.524267 1.916644 2.449496 3.261171 4.539609 6.633499 10.769195
2025-08-17 1.077967 1.499889 2.178454 3.478787 6.344396 14.269217 58.284833
2025-08-24 0.834668 1.228383 1.927278 3.483043 7.928376 29.198432 2758.329892
2025-08-31 0.675647 1.028031 1.692578 3.325421 8.993741 56.576646 NaN
2025-09-07 0.595872 0.938065 1.625684 3.511741 11.881556 228.010296 NaN
2025-09-14 0.526289 0.847864 1.523104 3.530574 14.457340 2545.643839 NaN
2025-09-21 0.465721 0.761693 1.401587 3.412806 16.210503 NaN NaN
2025-09-28 0.420656 0.697707 1.313383 3.355916 18.702182 NaN NaN
2025-10-05 0.402845 0.685322 1.345582 3.775919 30.247632 NaN NaN
2025-10-12 0.379946 0.657931 1.331523 4.012260 45.067252 NaN NaN
2025-10-19 0.352561 0.616523 1.269147 3.986659 56.460816 NaN NaN
2025-10-26 0.324880 0.570879 1.185234 3.802922 61.383746 NaN NaN
2025-11-02 0.307463 0.546697 1.159068 3.923514 92.424310 NaN NaN
2025-11-09 0.294707 0.531473 1.155877 4.186872 183.464816 NaN NaN
2025-11-16 0.278144 0.505327 1.113983 4.188019 287.807789 NaN NaN
2025-11-23 0.259776 0.473002 1.046983 3.981195 321.410203 NaN NaN
2025-11-30 0.250852 0.462058 1.044943 4.224653 1131.222685 NaN NaN
2025-12-07 0.239338 0.443623 1.015159 4.249343 3886.539605 NaN NaN
2025-12-14 0.226418 0.420585 0.966391 4.095047 7498.047194 NaN NaN
2025-12-21 0.215748 0.402159 0.930165 4.020763 61572.202505 NaN NaN
2025-12-28 0.213527 0.404257 0.963415 4.572972 NaN NaN NaN
2026-01-04 0.208244 0.398121 0.967095 4.887497 NaN NaN NaN
2026-01-11 0.199979 0.383652 0.938368 4.853297 NaN NaN NaN